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1<title data-next-head="">News & Publications â Verificate</title><meta name="description" content="Verificate news and publications: the September 2026 launch of Compile-Time Inference â presented at IBC Amsterdam (with Vividas), AI Infra Summit Santa Clara and Brown University â plus the EAV-DT and CORTEX papers and HELIX v1.7 at UNSW." data-next-head=""/><link rel="canonical" href="https://verificate.ai/news/" data-next-head=""/><meta property="og:type" content="website" data-next-head=""/><meta property="og:site_name" content="Verificate" data-next-head=""/><meta property="og:title" content="News & Publications â Verificate" data-next-head=""/><meta property="og:description" content="Verificate news and publications: the September 2026 launch of Compile-Time Inference â presented at IBC Amsterdam (with Vividas), AI Infra Summit Santa Clara and Brown University â plus the EAV-DT and CORTEX papers and HELIX v1.7 at UNSW." data-next-head=""/><meta property="og:url" content="https://verificate.ai/news/" data-next-head=""/><meta property="og:image" content="https://verificate.ai/logos/Verificate%20Green%20Background.png" data-next-head=""/><meta name="twitter:card" content="summary_large_image" data-next-head=""/><meta name="twitter:site" content="@V_erificate" data-next-head=""/><meta name="twitter:title" content="News & Publications â Verificate" data-next-head=""/><meta name="twitter:description" content="Verificate news and publications: the September 2026 launch of Compile-Time Inference â presented at IBC Amsterdam (with Vividas), AI Infra Summit Santa Clara and Brown University â plus the EAV-DT and CORTEX papers and HELIX v1.7 at UNSW." data-next-head=""/><meta name="twitter:image" content="https://verificate.ai/logos/Verificate%20Green%20Background.png" data-next-head=""/><meta name="format-detection" content="telephone=no"/><link rel="preconnect" href="https://fonts.googleapis.com"/><link rel="preconnect" href="https://fonts.gstatic.com" crossorigin="anonymous"/><link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700;800&display=swap" rel="stylesheet" media="print"/><link href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;500;600&display=swap" rel="stylesheet" media="print"/><noscript><link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700;800&display=swap" rel="stylesheet"/><link href="https://fonts.googleapis.com/css2?family=JetBrains+Mono:wght@400;500;600&display=swap" rel="stylesheet"/></noscript><link rel="icon" href="/favicon.ico"/><link rel="apple-touch-icon" sizes="180x180" href="/apple-touch-icon.png"/><meta name="theme-color" content="#0a0a0f"/><meta name="mobile-web-app-capable" content="yes"/><meta name="apple-mobile-web-app-status-bar-style" content="black-translucent"/><link rel="preload" href="/_next/static/css/cea29e35e210b607.css" as="style"/><link rel="stylesheet" href="/_next/static/css/cea29e35e210b607.css" data-n-g=""/><noscript data-n-css=""></noscript>
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For the long-form guides and analysis, see<!-- --> <a class="text-[#8CCB43] hover:underline" href="/articles">Articles</a>.</p><nav aria-label="Editorial sections" class="mt-8 flex flex-wrap gap-3"><a class="inline-flex items-center gap-2.5 rounded-full border px-4 py-2 text-sm font-semibold transition-colors border-white/15 text-white/70 hover:border-[#8CCB43]/60 hover:text-[#8CCB43]" href="/articles"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-4 h-4"><path d="M2 3h6a4 4 0 0 1 4 4v14a3 3 0 0 0-3-3H2z"></path><path d="M22 3h-6a4 4 0 0 0-4 4v14a3 3 0 0 1 3-3h7z"></path></svg> <!-- -->Articles<span class="hidden sm:inline font-normal text-white/40">· <!-- -->Guides & analysis</span></a><a aria-current="page" class="inline-flex items-center gap-2.5 rounded-full border px-4 py-2 text-sm font-semibold transition-colors border-[#8CCB43]/60 bg-[#12190C] text-[#a5db6b]" href="/news"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-4 h-4"><path d="M4 22h16a2 2 0 0 0 2-2V4a2 2 0 0 0-2-2H8a2 2 0 0 0-2 2v16a2 2 0 0 1-2 2Zm0 0a2 2 0 0 1-2-2v-9c0-1.1.9-2 2-2h2"></path><path d="M18 14h-8"></path><path d="M15 18h-5"></path><path d="M10 6h8v4h-8V6Z"></path></svg> <!-- -->News & press<span class="hidden sm:inline font-normal text-[#a5db6b]/70">· <!-- -->Announcements, coverage, papers</span></a></nav></section><section class="max-w-7xl mx-auto px-6 py-12"><div class="flex items-center gap-2.5 text-[#8CCB43] font-mono text-[11px] sm:text-xs tracking-[0.13em] sm:tracking-[0.16em] uppercase font-semibold"><span class="w-5 h-px bg-[#8CCB43] shrink-0"></span><span class="min-w-0">Latest</span></div><div class="mt-8 max-w-3xl"><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Sep 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">Compile-Time Inference launches</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">Verificate launches Compile-Time Inference â the alternative to RAG. Your facts are compiled, ranked and verified into a cited decision substrate before any question is asked; the model only phrases the answer. Three deployments at launch: Legal (Kevin), Video (Hybrid-VLM) and Genomics.</p><a href="/compile-time-inference" target="_blank" rel="noopener" class="mt-2 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Sep 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">Brown University â Sept 24â25</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">Verificate presents Compile-Time Inference at Brown University, Providence: "Intervention Bias as Disparate Impact" â how a decision policy compiled from an institution'
1s own outcomes removes the over-intervention a zero-shot frontier agent introduces.</p><a href="https://arxiv.org/abs/2606.29280" target="_blank" rel="noopener" class="mt-2 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Sep 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">Verificate presents Compile-Time Inference at AI Infra Summit, Santa Clara</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">Sept 15â17, Santa Clara Convention Center. The launch venue for Compile-Time Inference: live Kevin legal, Hybrid-VLM video and genomics demonstrations, with every answer resolving to its source.</p><a href="/summit" target="_blank" rel="noopener" class="mt-2 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Sep 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">Vividas presents Compile-Time Inference at IBC, Amsterdam</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">Partner Vividas presents the video deployment of Compile-Time Inference at IBC (International Broadcasting Convention), Amsterdam: a live broadcast feed compiled into a frame-stamped, provenance-linked record that a newsroom can query and verify.</p><a href="/hybrid-vlm" target="_blank" rel="noopener" class="mt-2 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Jun 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">Verificate EAV-DT paper on arXiv</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">The deterministic decision-transformer substrate paper is released.</p><a href="https://arxiv.org/abs/2606.29280" target="_blank" rel="noopener" class="mt-2 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Jun 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">Verificate v1.7 launched at UNSW</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">HELIX v1.7 (Build #58) goes live at UNSW â audited on the official vLLM GuideLLM benchmark: 940 ms p50 TTFT, 100% valid JSON, and 8.95â12.89Ã faster than stock Ollama.</p></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">May 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">
1UNSW becomes a foundation customer</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">After a successful pilot on its Intel-based Katana HPC, UNSW Sydney adopts Verificate HELIX â our flagship sovereign-inference deployment.</p></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Mar 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">Verificate v1.4 launched for the UNSW trial</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">HELIX v1.4 is deployed for the UNSW evaluation on Intel HPC.</p></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Feb 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">UNSW trial begins</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">The University of New South Wales starts a pilot of HELIX CPU inference on its Katana HPC.</p></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Jan 2026</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">Hallucination-prevention paper on arXiv (CORTEX)</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">Our inference-level hallucination-prevention method â a per-token truthfulness manifold â is released.</p><a href="https://arxiv.org/abs/2602.17691" target="_blank" rel="noopener" class="mt-2 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Dec 2025</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">IBM Business Partner established</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">Verificate becomes an IBM Business Partner, with access to IBM Fusion HPC infrastructure and Granite model integration.</p></div></div><div class="flex gap-5 sm:gap-8 pb-8 border-l border-white/[0.08] pl-6 sm:pl-8 relative" style="opacity:0;transform:translateY(16px) translateZ(0)"><span class="absolute -left-[5px] top-1 w-2.5 h-2.5 rounded-full bg-[#8CCB43]"></span><div class="w-20 shrink-0 font-mono text-xs text-white/40 pt-0.5">Oct 2025</div><div class="-ml-14 sm:-ml-0"><h3 class="font-bold text-white">Verificate MCP Server â beta launch</h3><p class="mt-1.5 text-[14.5px] text-white/55 leading-relaxed">The governed MCP validation server opens to beta testers.</p><a href="/gate" target="_blank" rel="noopener" class="mt-2 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div></div></div></section><section class="max-w-7xl mx-auto px-6 py-12 border-t border-white/[0.06]"><div class="flex items-center gap-2.5 text-[#8CCB43] font-mono text-[11px] sm:text-xs tracking-[0.13em] sm:tracking-[0.16em] uppercase font-semibold"><span class="w-5 h-px bg-[#8CCB43] shrink-0"></span><span class="min-w-0">In the press</span></div><div class="mt-8 grid gap-4 md:grid-cols-2 max-w-4xl"><div class="rounded-2xl border border-white/[0.08] bg-[#0E120C] p-6"><div class="font-mono text-xs text-white/40">AI Infra Summit<!-- --> · <!-- -->15 Sep 2026</div><a href="https://www.ai-infra-summit.com/press-releases/verificate-launches-compile-time-inference-facts-first-then-the-decision-" target="_blank" rel="noopener" class="mt-2 block font-semibold text-white hover:text-[#a5db6b] transition-colors">Verificate launches Compile-Time Inference: facts first, then the decision</a><div class="mt-3 flex flex-wrap gap-4 text-sm"><a href="https://www.ai-infra-summit.com/press-releases/verificate-launches-compile-time-inference-facts-first-then-the-decision-" target="_blank" rel="noopener" class="inline-flex items-center gap-1.5 text-[#8CCB43] font-semibold hover:gap-2.5 transition-all">Read the original <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a><a class="inline-flex items-center gap-1.5 text-white/55 hover:text-[#8CCB43]" href="/articles/compile-time-inference-launch">Our companion article â</a></div></div><div class="rounded-2xl border border-white/[0.08] bg-[#0E120C] p-6"><div class="font-mono text-xs text-white/40">AI Infra Summit · by Craig Atkinson<!-- --> · <!-- -->14 Sep 2026</div><a href="https://www.ai-infra-summit.com/press-releases/the-most-expensive-place-to-do-your-thinking-is-at-query-time" target="_blank" rel="noopener" class="mt-2 block font-semibold text-white hover:text-[#a5db6b] transition-colors">The most expensive place to do your thinking is at query time</a><div class="mt-3 flex flex-wrap gap-4 text-sm"><a href="https://www.ai-infra-summit.com/press-releases/the-most-expensive-place-to-do-your-thinking-is-at-query-time" target="_blank" rel="noopener" class="inline-flex items-center gap-1.5 text-[#8CCB43] font-semibold hover:gap-2.5 transition-all">Read the original <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a><a class="inline-flex items-center gap-1.5 text-white/55 hover:text-[#8CCB43]" href="/articles/query-time-is-the-most-expensive-place-to-think">Our companion article â</a></div></div></div></section><section class="max-w-7xl mx-auto px-6 py-12 border-t border-white/[0.06]"><div class="flex flex-wrap items-end justify-between gap-4 max-w-5xl"><div><div class="flex items-center gap-2.5 text-[#8CCB43] font-mono text-[11px] sm:text-xs tracking-[0.13em] sm:tracking-[0.16em] uppercase font-semibold"><span class="w-5 h-px bg-[#8CCB43] shrink-0"></span><span class="min-w-0">Latest articles</span></div><h2 class="mt-4 text-2xl font-bold text-white tracking-tight">The long-form version.</h2></div><a class="inline-flex items-center gap-2 text-[#8CCB43] font-semibold hover:gap-3 transition-all" href="/articles"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-4 h-4"><path d="M2 3h6a4 4 0 0 1 4 4v14a3 3 0 0 0-3-3H2z"></path><path d="M22 3h-6a4 4 0 0 0-4 4v14a3 3 0 0 1 3-3h7z"></path></svg> All articles <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-4 h-4"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></a></div><div class="mt-8 grid gap-4 md:grid-cols-3 max-w-5xl"><a class="group flex flex-col rounded-2xl border border-white/[0.08] bg-[#0E120C] p-6 hover:border-[#8CCB43]/40 transition-colors" href="/articles/why-rag-hallucinates"><div class="font-mono text-xs text-white/40">Sep 2026<!-- --> · <!-- -->7<!-- --> min</div><h3 class="mt-3 font-bold text-white group-hover:text-[#a5db6b] transition-colors leading-snug">Why RAG still hallucinates â and what to change first</h3><p class="mt-2 text-[13.5px] text-white/50 leading-relaxed line-clamp-3 flex-1">Your system finds the right documents and still gives wrong answers. How to tell retrieval failures from generation failures, why a citation can mislead, and the fixes worth trying before you change architecture.</p><span class="mt-4 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold group-hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></span></a><a class="group flex flex-col rounded-2xl border border-white/[0.08] bg-[#0E120C] p-6 hover:border-[#8CCB43]/40 transition-colors" href="/articles/rag-vs-compile-time-inference"><div class="font-mono text-xs text-white/40">Sep 2026<!-- --> · <!-- -->7<!-- --> min</div><h3 class="mt-3 font-bold text-white group-hover:text-[#a5db6b] transition-colors leading-snug">RAG vs Compile-Time Inference: what changes, what it costs, and when to use each</h3><p class="mt-2 text-[13.5px] text-white/50 leading-relaxed line-clamp-3 flex-1">An honest side-by-side: where the work happens, who decides the answer, missing evidence, changing data and total cost â including where RAG remains the right choice.</p><span class="mt-4 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold group-hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></span></a><a class="group flex flex-col rounded-2xl border border-white/[0.08] bg-[#0E120C] p-6 hover:border-[#8CCB43]/40 transition-colors" href="/articles/graphrag-vs-compile-time-inference"><div class="font-mono text-xs text-white/40">Sep 2026<!-- --> · <!-- -->6<!-- --> min</div><h3 class="mt-3 font-bold text-white group-hover:text-[#a5db6b] transition-colors leading-snug">GraphRAG vs Compile-Time Inference: a graph connects information. What decides the answer?</h3><p class="mt-2 text-[13.5px] text-white/50 leading-relaxed line-clamp-3 flex-1">What a knowledge graph improves, what it leaves unchanged, and the questions to ask any vendor â including us.</p><span class="mt-4 inline-flex items-center gap-1.5 text-[#8CCB43] text-sm font-semibold group-hover:gap-2.5 transition-all">Read <svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-3.5 h-3.5"><path d="M5 12h14"></path><path d="m12 5 7 7-7 7"></path></svg></span></a></div></section><section class="max-w-7xl mx-auto px-6 py-12"><div class="flex items-center gap-2.5 text-[#8CCB43] font-mono text-[11px] sm:text-xs tracking-[0.13em] sm:tracking-[0.16em] uppercase font-semibold"><span class="w-5 h-px bg-[#8CCB43] shrink-0"></span><span class="min-w-0">Publications</span></div><p class="mt-4 text-white/50 text-sm max-w-2xl">Peer-facing research and audited technical reports. Measured results carry a <span title="Measured on a real, disclosed workload â substantiated on the Legal & claims page." aria-label="Measured on a real, disclosed workload â substantiated on the Legal & claims page." class="font-mono text-[10px] font-semibold px-1.5 py-px rounded border align-[1px] cursor-help text-[#8CCB43] border-[#3C5522] bg-[#15200D]">M</span> mark and are substantiated on our <a class="text-[#8CCB43] hover:underline" href="/legal">Legal & claims page</a>.</p><div class="mt-8 grid gap-4 md:grid-cols-2 max-w-4xl"><a href="https://arxiv.org/abs/2606.29280" target="_blank" rel="noopener" class="group flex items-start gap-4 roun
1ded-2xl border border-white/[0.08] bg-[#0E120C] p-6 hover:border-[#8CCB43]/40 transition-colors"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-5 h-5 text-[#8CCB43] mt-0.5"><path d="M14.5 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7.5L14.5 2z"></path><polyline points="14 2 14 8 20 8"></polyline><line x1="16" x2="8" y1="13" y2="13"></line><line x1="16" x2="8" y1="17" y2="17"></line><line x1="10" x2="8" y1="9" y2="9"></line></svg><div><div class="font-semibold text-white group-hover:text-[#a5db6b]">Verificate EAV-DT</div><div class="text-[13px] text-white/45 font-mono mt-0.5">arXiv:2606.29280 · Jun 2026</div></div></a><a href="https://arxiv.org/abs/2602.17691" target="_blank" rel="noopener" class="group flex items-start gap-4 rounded-2xl border border-white/[0.08] bg-[#0E120C] p-6 hover:border-[#8CCB43]/40 transition-colors"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-5 h-5 text-[#8CCB43] mt-0.5"><path d="M14.5 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7.5L14.5 2z"></path><polyline points="14 2 14 8 20 8"></polyline><line x1="16" x2="8" y1="13" y2="13"></line><line x1="16" x2="8" y1="17" y2="17"></line><line x1="10" x2="8" y1="9" y2="9"></line></svg><div><div class="font-semibold text-white group-hover:text-[#a5db6b]">Hallucination Prevention (CORTEX)</div><div class="text-[13px] text-white/45 font-mono mt-0.5">arXiv:2602.17691 · Jan 2026</div></div></a><a href="https://github.com/Verificate-Dev" target="_blank" rel="noopener" class="group flex items-start gap-4 roun
1ded-2xl border border-white/[0.08] bg-[#0E120C] p-6 hover:border-[#8CCB43]/40 transition-colors"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-5 h-5 text-[#8CCB43] mt-0.5"><path d="M15 22v-4a4.8 4.8 0 0 0-1-3.5c3 0 6-2 6-5.5.08-1.25-.27-2.48-1-3.5.28-1.15.28-2.35 0-3.5 0 0-1 0-3 1.5-2.64-.5-5.36-.5-8 0C6 2 5 2 5 2c-.3 1.15-.3 2.35 0 3.5A5.403 5.403 0 0 0 4 9c0 3.5 3 5.5 6 5.5-.39.49-.68 1.05-.85 1.65-.17.6-.22 1.23-.15 1.85v4"></path><path d="M9 18c-4.51 2-5-2-7-2"></path></svg><div><div class="font-semibold text-white group-hover:text-[#a5db6b]">Reproduction harness</div><div class="text-[13px] text-white/45 font-mono mt-0.5">github.com/Verificate-Dev</div></div></a><a href="/cdn-cgi/l/email-protection#bdd4d3dbd2fdcbd8cfd4dbd4dedcc9d893dcd4" target="_blank" rel="noopener" class="group flex items-start gap-4 rounded-2xl border border-white/[0.08] bg-[#0E120C] p-6 hover:border-[#8CCB43]/40 transition-colors"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-5 h-5 text-[#8CCB43] mt-0.5"><path d="M14.5 2H6a2 2 0 0 0-2 2v16a2 2 0 0 0 2 2h12a2 2 0 0 0 2-2V7.5L14.5 2z"></path><polyline points="14 2 14 8 20 8"></polyline><line x1="16" x2="8" y1="13" y2="13"></line><line x1="16" x2="8" y1="17" y2="17"></line><line x1="10" x2="8" y1="9" y2="9"></line></svg><div><div class="font-semibold text-white group-hover:text-[#a5db6b]">HELIX v1.7 Build #58 â Technical Report</div><div class="text-[13px] text-white/45 font-mono mt-0.5">vLLM GuideLLM · AMD EPYC · under NDA</div></div></a></div></section><section class="max-w-7xl mx-auto px-6 py-20"><div class="rounded-3xl border border-white/[0.08] bg-[#0E120C] px-8 md:px-14 py-12 text-center"><h2 class="text-2xl md:text-3xl font-bold text-white tracking-tight">Media & partnership enquiries</h2><p class="mt-4 text-white/60 max-w-xl mx-auto"><a href="/cdn-cgi/l/email-protection#90f9fef6ffd0e6f5e2f9f6f9f3f1e4f5bef1f9" class="text-[#8CCB43] hover:underline"><span class="__cf_email__" data-cfemail="422b2c242d023427302b242b212336276c232b">[email protected]</span></a> · or book a call below.</p><div class="mt-8 flex justify-center"><a href="https://calendar.app.google/uNs6AAPXKg1ZnLNX6" target="_blank" rel="noopener noreferrer" class="inline-flex items-center gap-2 px-5 py-3 rounded-lg bg-[#8CCB43] hover:bg-[#7cbb37] text-[#0A0D0A] font-semibold transition-colors"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="w-4 h-4"><rect width="18" height="18" x="3" y="4" rx="2" ry="2"></rect><line x1="16" x2="16" y1="2" y2="6"></line><line x1="8" x2="8" y1="2" y2="6"></line><line x1="3" x2="21" y1="10" y2="10"></line></svg> <!-- -->Book a call</a></div></div></section></div><footer class="bg-[#080A08] border-t border-white/[0.07]"><div class="max-w-7xl mx-auto px-6 py-14"><div class="grid gap-10 md:grid-cols-[1.4fr_1fr_1fr_1fr]"><div><img src="/logos/Verificate Logo Green White.png" alt="Verificate" class="h-7 mb-4"/><p class="text-sm text-white/50 max-w-xs leading-relaxed">Prepare knowledge with Compile-Time Inference. 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